A healthcare analytics company is using Amazon SageMaker Automatic Model Tuning (AMT) to optimize its machine learning models for predicting patient outcomes. To ensure the models are performing at their best, the data science team is configuring the autotune settings but needs to understand which parameters are mandatory for successful tuning. Properly setting these configurations will allow the team to enhance model accuracy and performance efficiently. Which of the following options is mandatory for the given use case?